Maximilian HoferinTowards Data ScienceHarvard Caselaw Access Project data by the numbersOn 31 October 2018, the Library Innovation Lab at the Harvard Law School Library made nearly 6.5M US court cases available for free online…3 min read·Dec 2, 2018----
Maximilian HoferinTowards Data ScienceDeep Learning for Named Entity Recognition #3: Reusing a Bidirectional LSTM + CNN on Clinical Text…This post describes how a BLSTM + CNN network originally developed for CoNLL news data to extract people, locations and organisations can…5 min read·Jun 29, 2018--6--6
Maximilian HoferinTowards Data ScienceDeep Learning for Named Entity Recognition #2: Implementing the state-of-the-art Bidirectional LSTM…Based on Chiu and Nichols (2016), this implementation achieves an F1 score of 90%+ on CoNLL 2003 news data.4 min read·Jun 2, 2018--9--9
Maximilian HoferinTowards Data ScienceBenefits and Ethical Challenges in Data Science — COMPAS and Smart MetersLong-form essay.14 min read·May 10, 2018----
Maximilian HoferinTowards Data ScienceDeep Learning for Named Entity Recognition #1: Public Datasets and Annotation MethodsWelcome to the first post in my “Deep Learning for Named Entity Recognition” series — let’s start by obtaining access to high-quality…4 min read·May 4, 2018--3--3
Maximilian HoferArduino pH and ORP/chlorine data loggerPurpose: this is a how-to guide for building a pH and ORP/chlorine data logger (on SD card) to use in your aquarium, swimming pool or hot…3 min read·Sep 5, 2017--5--5